Blar i AURA på forfatter "Chatterjee, Ayan"
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AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach
Chatterjee, Ayan; Pahari, Nibedita; Prinz, Andreas; Riegler, Michael Alexander (Peer reviewed; Journal article, 2023)Background Automated coaches (eCoach) can help people lead a healthy lifestyle (e.g., reduction of sedentary bouts) with continuous health status monitoring and personalized recommendation generation with artificial ... -
Applying Spring Security Framework with KeyCloak-Based OAuth2 to Protect Microservice Architecture APIs: A Case Study
Chatterjee, Ayan; Prinz, Andreas (Peer reviewed; Journal article, 2022): In this study, we implemented an integrated security solution with Spring Security and Keycloak open-access platform (SSK) to secure data collection and exchange over microservice architecture application programming ... -
An automatic and personalized recommendation modelling in activity eCoaching with deep learning and ontology
Chatterjee, Ayan; Prinz, Andreas; Riegler, Michael Alexander; Meena, Yogesh Kumar (Peer reviewed; Journal article, 2023)Electronic coaching (eCoach) facilitates goal-focused development for individuals to optimize certain human behavior. However, the automatic generation of personalized recommendations in eCoaching remains a challenging ... -
Automatic Generation of Personalized Recommendations in eCoaching
Chatterjee, Ayan (Doctoral dissertations at the University of Agder; no. 421, Doctoral thesis, 2023)Denne avhandlingen omhandler eCoaching for personlig livsstilsstøtte i sanntid ved bruk av informasjons- og kommunikasjonsteknologi. Utfordringen er å designe, utvikle og teknisk evaluere en prototyp av en intelligent ... -
Digital interventions on healthy lifestyle management: Systematic review
Chatterjee, Ayan; Prinz, Andreas; Gerdes, Martin; Martinez, Santiago (Peer reviewed; Journal article, 2021)Background: Digital interventions have tremendous potential to improve well-being and health care conveyance by improving adequacy, proficiency, availability, and personalization. They have gained acknowledgment in ... -
HL7 FHIR with SNOMED-CT to Achieve Semantic and Structural Interoperability in Personal Health Data: A Proof-of-Concept Study
Chatterjee, Ayan; Pahari, Nibedita; Prinz, Andreas (Peer reviewed; Journal article, 2022) -
Human Coaching Methodologies for Automatic Electronic Coaching (eCoaching) as Behavioral Interventions with Information and Communication Technology: Systematic Review
Chatterjee, Ayan; Gerdes, Martin; Martinez, Santiago; Prinz, Andreas (Peer reviewed; Journal article, 2021) -
Identification of Risk Factors Associated with Obesity and Overweight - A Machine Learning Overview
Chatterjee, Ayan; Gerdes, Martin; Martinez, Santiago (Journal article; Peer reviewed, 2020) -
Machine learning and ontology in eCoaching for personalized activity level monitoring and recommendation generation
Chatterjee, Ayan; Pahari, Nibedita; Prinz, Andreas; Riegler, Michael (Peer reviewed; Journal article, 2022) -
Multi-Class Stress Detection Through Heart Rate Variability: A Deep Neural Network Based Study
Mortensen, Jon Andreas; Mollov, Martin Efremov; Chatterjee, Ayan; Ghose, Debasish; Li, Frank Yong (Peer reviewed; Journal article, 2023)Stress is a natural human reaction to demands or pressure, usually when perceived as harmful or/and toxic. When stress becomes constantly overwhelmed and prolonged, it increases the risk of mental health and physiological ... -
Personalized Recommendations for Physical Activity e-Coaching (OntoRecoModel): Ontological Modeling
Chatterjee, Ayan; Prinz, Andreas (Peer reviewed; Journal article, 2022) -
ProHealth eCoach: user-centered design and development of an eCoach app to promote healthy lifestyle with personalized activity recommendations
Chatterjee, Ayan; Prinz, Andreas; Gerdes, Martin; Martinez, Santiago; Pahari, Nibedita; Meena, Yogesh Kumar (Peer reviewed; Journal article, 2022)Background: Regular physical activity (PA), healthy habits, and an appropriate diet are recommended guidelines to maintain a healthy lifestyle. A healthy lifestyle can help to avoid chronic diseases and long-term illnesses. ... -
SFTSDH: Applying Spring Security Framework with TSD-Based OAuth2 to Protect Microservice Architecture APIs
Chatterjee, Ayan; Gerdes, Martin; Khatiwada, Pankaj; Prinz, Andreas (Peer reviewed; Journal article, 2022)The Internet of Medical Things (IoMT) combines medical devices and applications that use network technologies to connect healthcare information systems (HIS). IoMT is reforming the medical industry by adopting information ... -
Statistical Explorations and Univariate Timeseries Analysis on COVID-19 Datasets to Understand the Trend of Disease Spreading and Death
Chatterjee, Ayan; Gerdes, Martin; Martinez, Santiago (Journal article; Peer reviewed, 2020) -
A systematic review and knowledge mapping on ICT-based remote and automatic COVID-19 patient monitoring and care
Chatterjee, Ayan; Prinz, Andreas; Riegler, Michael; Das, Jishnu (Peer reviewed; Journal article, 2023)e-Health has played a crucial role during the COVID-19 pandemic in primary health care. e-Health is the cost-effective and secure use of Information and Communication Technologies (ICTs) to support health and health-related ...